Tool Selection Strategies
Master intelligent tool selection algorithms and context analysis for effective AI agents
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0 / 5 completedSelection Algorithms: How Agents Choose
At the heart of tool selection lies the matching algorithm—the logic that compares user queries to available tools and ranks them by relevance. Different algorithms trade off speed, accuracy, and cost.
Interactive: Algorithm Comparison
Algorithm: Semantic Matching
search_flights95%
Search for available flights
get_weather20%
Get weather information
book_hotel20%
Book hotel accommodations
send_email20%
Send an email message
Semantic Matching Details
Advantages
- ✓Understands intent
- ✓Handles synonyms
- ✓Context-aware
Trade-offs
- −Requires embeddings
- −Higher latency
- −More expensive